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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
KatzBot: Revolutionizing Academic Chatbot for Enhanced Communication
BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs
Ranking LLMs by compression
Mixture-of-Subspaces in Low-Rank Adaptation
Enhancing Bangla Language Next Word Prediction and Sentence Completion through Extended RNN with Bi-LSTM Model On N-gram Language
MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts
Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks
Illuminating the Black Box: A Psychometric Investigation into the Multifaceted Nature of Large Language Models
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
The Falcon Series of Open Language Models
mahaNLP: A Marathi Natural Language Processing Library
BTRec: BERT-Based Trajectory Recommendation for Personalized Tours
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
Mistral 7B
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models
Exploiting Language Models as a Source of Knowledge for Cognitive Agents
I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection
Llama 2: Open Foundation and Fine-Tuned Chat Models
Stay on topic with Classifier-Free Guidance
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning
PaLM 2 Technical Report
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions
BloombergGPT: A Large Language Model for Finance
GPT-4 Technical Report
LLaMA: Open and Efficient Foundation Language Models
Exploring the Benefits of Training Expert Language Models over Instruction Tuning
Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models
POIBERT: A Transformer-based Model for the Tour Recommendation Problem
Implicit causality in GPT-2: a case study
Crosslingual Generalization through Multitask Finetuning
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
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